The Explorer app is simple but powerful: it shows the 10 most and least popular docking stations across the capital. Obviously it’s early days, and usage will change (see below). And I’m just eyeballing the data – no fancy analysis here. First impressions:

1) Commuters are the main users – the most popular spots are mainly around the major stations – Waterloo (354 bikes yesterday), King’s Cross (305), London Bridge (256) and Liverpool Street (226). This is why TfL already wants to spend another £81m on new bikes and docking stations.

2) Biking to meetings and running errands also seem popular – viz heavy daytime (and lunchtime) use during the week in Covent Garden, (196) Strand (189) and Fitzrovia (187).

3) Weekend biking is on – judging by the past week at least, there’s no obvious drop-off on Saturdays or Sundays in the most popular spots. That suggests some tourists might be venturing out too.

4) There’s a bit of an East/West divide – six of the least popular docking stations are in West London, mainly Kensington (28 bikes) and Chelsea (25-29). I would have expected some use around Paddington and White City, but perhaps the Westway is putting people off. Support for scary road theory comes from other cold spots around Elephant and New Kent Road (26 each).

5) Alternatively,bike use is low in well-off neighbourhoods where residents prefer to drive, such as Kensington and Chelsea, Bayswater (27) and St John’s Wood (20). Or where serious shopping is going on (all of the above). Obviously that’s just postcode stereotyping, but still – I bet there’s something in it.

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The open data is incredibly helpful, and not just for urbanists. At one level the bike scheme is a gigantic social experiment – give people new tools for getting around the city, step back and see what happens.

In turn, that suggests Boris Bike dynamics might look very different in a year’s time. So far, riders are currently making 19,000 journeys per day, not put off by bikes variously described as ‘like flying Ryanair’ (Jon Snow) and ‘like driving a tractor’ (anonymous friend).

That number could rocket up when Pay as You Go rates are introduced, and the early adopters are joined by loads of tourists and casual users. We could see new hotspots around St James’ Park, Baker Street and Tower Hill. And even bike snobs like me might get round to trying the thing …